{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "11caee0a",
   "metadata": {},
   "source": [
    "# ONNX Runtime部署-三十类水果-摄像头和视频\n",
    "\n",
    "使用 ONNX Runtime 推理引擎，载入自己训练得到的图像分类 onnx 模型，预测摄像头实时画面。\n",
    "\n",
    "本代码需在`连接摄像头的本地`运行，不能在云GPU平台运行。\n",
    "\n",
    "同济子豪兄：https://space.bilibili.com/1900783\n",
    "\n",
    "测试运行环境：Macbook Pro"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "de57b3a5",
   "metadata": {
    "tags": []
   },
   "source": [
    "## 导入工具包"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "96db3bf4",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/lib/python3.7/dist-packages/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: \n",
      "  warn(f\"Failed to load image Python extension: {e}\")\n"
     ]
    }
   ],
   "source": [
    "import onnxruntime\n",
    "\n",
    "import torch\n",
    "from torchvision import transforms\n",
    "import torch.nn.functional as F\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "\n",
    "from cvs import *\n",
    "from PIL import Image, ImageFont, ImageDraw\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a49f59f9",
   "metadata": {},
   "source": [
    "## 导入中文字体"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3c5cc974",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 导入中文字体，指定字号\n",
    "font = ImageFont.truetype('SimHei.ttf', 32)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b5316ff",
   "metadata": {},
   "source": [
    "## 载入 onnx 模型，获取 ONNX Runtime 推理器"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "788b6315",
   "metadata": {},
   "outputs": [],
   "source": [
    "ort_session = onnxruntime.InferenceSession('resnet18_fruit30.onnx')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cfa784b1",
   "metadata": {},
   "source": [
    "## 载入类别和ID对应字典"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d9308f95",
   "metadata": {},
   "outputs": [],
   "source": [
    "idx_to_labels = np.load('idx_to_labels.npy', allow_pickle=True).item()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "69793abf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{0: '哈密瓜',\n",
       " 1: '圣女果',\n",
       " 2: '山竹',\n",
       " 3: '杨梅',\n",
       " 4: '柚子',\n",
       " 5: '柠檬',\n",
       " 6: '桂圆',\n",
       " 7: '梨',\n",
       " 8: '椰子',\n",
       " 9: '榴莲',\n",
       " 10: '火龙果',\n",
       " 11: '猕猴桃',\n",
       " 12: '石榴',\n",
       " 13: '砂糖橘',\n",
       " 14: '胡萝卜',\n",
       " 15: '脐橙',\n",
       " 16: '芒果',\n",
       " 17: '苦瓜',\n",
       " 18: '苹果-红',\n",
       " 19: '苹果-青',\n",
       " 20: '草莓',\n",
       " 21: '荔枝',\n",
       " 22: '菠萝',\n",
       " 23: '葡萄-白',\n",
       " 24: '葡萄-红',\n",
       " 25: '西瓜',\n",
       " 26: '西红柿',\n",
       " 27: '车厘子',\n",
       " 28: '香蕉',\n",
       " 29: '黄瓜'}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idx_to_labels"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4d3da990",
   "metadata": {},
   "source": [
    "## 图像预处理"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e526e72e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 测试集图像预处理-RCTN：缩放裁剪、转 Tensor、归一化\n",
    "test_transform = transforms.Compose([transforms.Resize(256),\n",
    "                                     transforms.CenterCrop(256),\n",
    "                                     transforms.ToTensor(),\n",
    "                                     transforms.Normalize(\n",
    "                                         mean=[0.485, 0.456, 0.406], \n",
    "                                         std=[0.229, 0.224, 0.225])\n",
    "                                    ])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2f45dcb0",
   "metadata": {},
   "source": [
    "## 初始化摄像头"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "be7c8333",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 摄像头ID 0-后置 1-前置\n",
    "Camera_ID = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f59e87ff",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('app runs on port:', 53342)\n",
      "open the cam:0 ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "remi.server      INFO     Started httpserver http://0.0.0.0:53342/\n"
     ]
    }
   ],
   "source": [
    "cap = cvs.VideoCapture(Camera_ID)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a64f14e0",
   "metadata": {},
   "source": [
    "## 调用摄像头获取一帧画面"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "58460680",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_bgr = cap.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "791ad36a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(640, 480, 3)"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_bgr.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "89a14d38",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_bgr[:,:,::-1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0c59b2df",
   "metadata": {},
   "source": [
    "### 画面转成 RGB 的 Pillow 格式"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "3396e298",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(640, 480, 3)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_bgr.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "dbceb5c3",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_rgb = cv2.cvtColor(img_bgr, cv2.COLOR_BGR2RGB) # BGR转RGB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "afcf6a2c",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_pil = Image.fromarray(img_rgb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "75989d37",
   "metadata": {},
   "outputs": [],
   "source": [
    "# img_pil"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9bc29a4a",
   "metadata": {},
   "source": [
    "### 预处理"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "c4e3865f",
   "metadata": {},
   "outputs": [],
   "source": [
    "input_img = test_transform(img_pil)\n",
    "input_tensor = input_img.unsqueeze(0).numpy()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0d3f3019",
   "metadata": {},
   "source": [
    "### ONNX Runtime预测"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "8417eea3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# onnx runtime 输入\n",
    "ort_inputs = {'input': input_tensor}\n",
    "\n",
    "# onnx runtime 输出\n",
    "pred_logits = ort_session.run(['output'], ort_inputs)[0]\n",
    "pred_logits = torch.tensor(pred_logits)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "ed596d23",
   "metadata": {},
   "outputs": [],
   "source": [
    "pred_softmax = F.softmax(pred_logits, dim=1) # 对 logit 分数做 softmax 运算"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "7855bc9b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([1, 30])"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pred_softmax.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "260d8c62",
   "metadata": {},
   "source": [
    "### 解析top-n预测结果的类别和置信度"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "c878b021",
   "metadata": {},
   "outputs": [],
   "source": [
    "n = 3\n",
    "top_n = torch.topk(pred_softmax, n) # 取置信度最大的 n 个结果\n",
    "pred_ids = top_n[1].cpu().detach().numpy().squeeze() # 解析出类别\n",
    "confs = top_n[0].cpu().detach().numpy().squeeze() # 解析出置信度"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "193ca1db",
   "metadata": {},
   "source": [
    "### 在图像上写中文"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "99af5e26",
   "metadata": {},
   "outputs": [],
   "source": [
    "draw = ImageDraw.Draw(img_pil) \n",
    "# 在图像上写字\n",
    "for i in range(len(confs)):\n",
    "    pred_class = idx_to_labels[pred_ids[i]]\n",
    "    text = '{:<8} {:>.2f}'.format(pred_class, confs[i])\n",
    "    # 文字坐标，中文字符串，字体，rgba颜色\n",
    "    draw.text((50, 100 + 50 * i), text, font=font, fill=(255, 0, 0, 1))\n",
    "img = np.array(img_pil) # PIL 转 array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "735eea67",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74ce2e1b",
   "metadata": {},
   "source": [
    "## 处理单帧画面的函数（中文）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "13fc0202",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "remi.request     INFO     built UI (path=/)\n"
     ]
    }
   ],
   "source": [
    "# 处理帧函数\n",
    "def process_frame(img):\n",
    "    \n",
    "    '''\n",
    "    输入摄像头拍摄画面bgr-array，输出图像分类预测结果bgr-array\n",
    "    '''\n",
    "    \n",
    "    # 记录该帧开始处理的时间\n",
    "    start_time = time.time()\n",
    "    \n",
    "    ## 画面转成 RGB 的 Pillow 格式\n",
    "    img_rgb = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) # BGR转RGB\n",
    "    img_pil = Image.fromarray(img_rgb) # array 转 PIL\n",
    "\n",
    "    ## 预处理\n",
    "    input_img = test_transform(img_pil) # 预处理\n",
    "    input_tensor = input_img.unsqueeze(0).numpy()\n",
    "    \n",
    "    ## onnx runtime 预测\n",
    "    ort_inputs = {'input': input_tensor} # onnx runtime 输入\n",
    "    pred_logits = ort_session.run(['output'], ort_inputs)[0] # onnx runtime 输出\n",
    "    pred_logits = torch.tensor(pred_logits)\n",
    "    pred_softmax = F.softmax(pred_logits, dim=1) # 对 logit 分数做 softmax 运算\n",
    "    \n",
    "    ## 解析top-n预测结果的类别和置信度\n",
    "    n = 3\n",
    "    top_n = torch.topk(pred_softmax, n) # 取置信度最大的 n 个结果\n",
    "    pred_ids = top_n[1].cpu().detach().numpy().squeeze() # 解析出类别\n",
    "    confs = top_n[0].cpu().detach().numpy().squeeze() # 解析出置信度\n",
    "    \n",
    "    ## 在图像上写中文\n",
    "    draw = ImageDraw.Draw(img_pil) \n",
    "    for i in range(len(confs)):\n",
    "        pred_class = idx_to_labels[pred_ids[i]]\n",
    "        text = '{:<8} {:>.2f}'.format(pred_class, confs[i])\n",
    "        # 文字坐标，中文字符串，字体，rgba颜色\n",
    "        draw.text((50, 100 + 50 * i), text, font=font, fill=(255, 0, 0, 1))\n",
    "    img = np.array(img_pil) # PIL 转 array\n",
    "    img = cv2.cvtColor(img, cv2.COLOR_RGB2BGR) # RGB转BGR\n",
    "    \n",
    "    # 记录该帧处理完毕的时间\n",
    "    end_time = time.time()\n",
    "    # 计算每秒处理图像帧数FPS\n",
    "    FPS = 1/(end_time - start_time)  \n",
    "    # 图片，添加的文字，左上角坐标，字体，字体大小，颜色，线宽，线型\n",
    "    img = cv2.putText(img, 'FPS  '+str(int(FPS)), (50, 80), cv2.FONT_HERSHEY_SIMPLEX, 2, (0, 0, 255), 4, cv2.LINE_AA)\n",
    "    return img"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b35b1f07",
   "metadata": {},
   "source": [
    "## 预测摄像头单帧画面"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "e55871bd",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_bgr = cap.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "702898ca",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_bgr = process_frame(img_bgr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "e616fbfd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_bgr[:,:,::-1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f2431bf",
   "metadata": {},
   "source": [
    "## 逐帧实时处理手机摄像头拍摄的画面-代码模板"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "806d6095",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "remi.server.ws   ERROR    Error managing incoming websocket message\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 166, in read_next_message\n",
      "    length = self.bytetonum(length[1]) & 127\n",
      "IndexError: index out of range\n",
      "remi.request     ERROR    error processing GET request\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 622, in do_GET\n",
      "    self._process_all(path)\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 704, in _process_all\n",
      "    self.wfile.write(content)\n",
      "  File \"/usr/lib/python3.7/socketserver.py\", line 799, in write\n",
      "    self._sock.sendall(b)\n",
      "BrokenPipeError: [Errno 32] Broken pipe\n"
     ]
    }
   ],
   "source": [
    "while True:\n",
    "    img_bgr = cap.read()\n",
    "    \n",
    "    if img_bgr is None:\n",
    "        continue\n",
    "        \n",
    "    img_bgr = process_frame(img_bgr)\n",
    "    \n",
    "    cvs.imshow(img_bgr)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dad89492",
   "metadata": {},
   "source": [
    "> 点击`重启kernel`关闭摄像头"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f85352ce",
   "metadata": {},
   "source": [
    "## 视频逐帧处理（模板）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "80aa031e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "remi.server.ws   INFO     connection established: ('192.168.1.4', 61407)\n",
      "remi.server.ws   INFO     handshake complete\n"
     ]
    }
   ],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import time\n",
    "from tqdm import tqdm\n",
    "\n",
    "# 视频逐帧处理代码模板\n",
    "# 不需修改任何代码，只需定义process_frame函数即可\n",
    "# 同济子豪兄 2021-7-10\n",
    "\n",
    "def generate_video(input_path='videos/robot.mp4'):\n",
    "    filehead = input_path.split('/')[-1]\n",
    "    output_path = \"out-\" + filehead\n",
    "    \n",
    "    print('视频开始处理',input_path)\n",
    "    \n",
    "    # 获取视频总帧数\n",
    "    cap = cv2.VideoCapture(input_path)\n",
    "    frame_count = 0\n",
    "    while(cap.isOpened()):\n",
    "        success, frame = cap.read()\n",
    "        frame_count += 1\n",
    "        if not success:\n",
    "            break\n",
    "    cap.release()\n",
    "    print('视频总帧数为',frame_count)\n",
    "    \n",
    "    # cv2.namedWindow('Crack Detection and Measurement Video Processing')\n",
    "    cap = cv2.VideoCapture(input_path)\n",
    "    frame_size = (cap.get(cv2.CAP_PROP_FRAME_WIDTH), cap.get(cv2.CAP_PROP_FRAME_HEIGHT))\n",
    "\n",
    "    # fourcc = int(cap.get(cv2.CAP_PROP_FOURCC))\n",
    "    # fourcc = cv2.VideoWriter_fourcc(*'XVID')\n",
    "    fourcc = cv2.VideoWriter_fourcc(*'mp4v')\n",
    "    fps = cap.get(cv2.CAP_PROP_FPS)\n",
    "\n",
    "    out = cv2.VideoWriter(output_path, fourcc, fps, (int(frame_size[0]), int(frame_size[1])))\n",
    "    \n",
    "    # 进度条绑定视频总帧数\n",
    "    with tqdm(total=frame_count-1) as pbar:\n",
    "        try:\n",
    "            while(cap.isOpened()):\n",
    "                success, frame = cap.read()\n",
    "                if not success:\n",
    "                    break\n",
    "\n",
    "                # 处理帧\n",
    "                # frame_path = './temp_frame.png'\n",
    "                # cv2.imwrite(frame_path, frame)\n",
    "                try:\n",
    "                    frame = process_frame(frame)\n",
    "                except:\n",
    "                    print('报错！', error)\n",
    "                    pass\n",
    "                \n",
    "                if success == True:\n",
    "                    # cv2.imshow('Video Processing', frame)\n",
    "                    out.write(frame)\n",
    "\n",
    "                    # 进度条更新一帧\n",
    "                    pbar.update(1)\n",
    "\n",
    "                # if cv2.waitKey(1) & 0xFF == ord('q'):\n",
    "                    # break\n",
    "        except:\n",
    "            print('中途中断')\n",
    "            pass\n",
    "\n",
    "    cv2.destroyAllWindows()\n",
    "    out.release()\n",
    "    cap.release()\n",
    "    print('视频已保存', output_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6914817d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "视频开始处理 fruits_video.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "remi.server.ws   INFO     connection established: ('127.0.0.1', 49274)\n",
      "remi.server.ws   INFO     handshake complete\n",
      "remi.request     ERROR    sending websocket spontaneous message\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 497, in _send_spontaneous_websocket_message\n",
      "    if ws.send_message(message):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 209, in send_message\n",
      "    self.request.sendall(out)\n",
      "BrokenPipeError: [Errno 32] Broken pipe\n",
      "remi.server.ws   ERROR    exception in WebSocketsHandler.close method\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 279, in close\n",
      "    self.request.shutdown(socket.SHUT_RDWR)\n",
      "OSError: [Errno 107] Transport endpoint is not connected\n",
      "remi.server.ws   ERROR    Error managing incoming websocket message\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 175, in read_next_message\n",
      "    self.on_message(from_websocket(decoded))\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 245, in on_message\n",
      "    self.send_message(_MSG_ACK)\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 209, in send_message\n",
      "    self.request.sendall(out)\n",
      "BrokenPipeError: [Errno 32] Broken pipe\n",
      "remi.server.ws   WARNING  ignoring message 2          (handshake not done)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33780)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33792)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33800)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33804)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33814)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33822)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33834)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33850)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33866)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33870)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33880)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33894)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33896)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33906)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33922)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33936)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33938)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33942)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33958)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33968)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33976)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33978)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33994)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 34006)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "视频总帧数为 212\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  0%|                                                                                                                                                              | 0/211 [00:00<?, ?it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 34016)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 34022)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 34036)\n",
      "  1%|█▍                                                                                                                                                    | 2/211 [00:02<03:31,  1.01s/it]remi.server.ws   INFO     connection established: ('192.168.1.2', 57164)\n",
      "  2%|██▊                                                                                                                                                   | 4/211 [00:03<02:22,  1.46it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 57170)\n",
      "  2%|███▌                                                                                                                                                  | 5/211 [00:03<02:10,  1.58it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 57184)\n",
      "  5%|███████                                                                                                                                              | 10/211 [00:06<01:58,  1.69it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 57188)\n",
      "  9%|██████████████                                                                                                                                       | 20/211 [00:11<01:29,  2.14it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 57198)\n",
      " 12%|█████████████████▋                                                                                                                                   | 25/211 [00:14<01:36,  1.94it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 48946)\n",
      " 14%|████████████████████▍                                                                                                                                | 29/211 [00:16<01:41,  1.80it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 48948)\n",
      " 18%|███████████████████████████▌                                                                                                                         | 39/211 [00:21<01:21,  2.12it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 48950)\n",
      " 20%|██████████████████████████████▎                                                                                                                      | 43/211 [00:23<01:12,  2.33it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 32828)\n",
      " 21%|███████████████████████████████▊                                                                                                                     | 45/211 [00:24<01:26,  1.91it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 32840)\n",
      " 24%|████████████████████████████████████                                                                                                                 | 51/211 [00:28<01:35,  1.68it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 32850)\n",
      " 27%|████████████████████████████████████████▎                                                                                                            | 57/211 [00:31<01:19,  1.94it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 32858)\n",
      " 31%|█████████████████████████████████████████████▉                                                                                                       | 65/211 [00:35<01:19,  1.84it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 51048)\n",
      " 32%|████████████████████████████████████████████████                                                                                                     | 68/211 [00:37<01:15,  1.90it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 51054)\n",
      " 36%|████████████████████████████████████████████████████▉                                                                                                | 75/211 [00:42<01:26,  1.57it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 39242)\n",
      " 39%|█████████████████████████████████████████████████████████▉                                                                                           | 82/211 [00:45<01:00,  2.14it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 39248)\n",
      " 47%|█████████████████████████████████████████████████████████████████████▉                                                                               | 99/211 [00:50<00:27,  4.15it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 39262)\n",
      " 49%|████████████████████████████████████████████████████████████████████████▏                                                                           | 103/211 [00:52<00:52,  2.05it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 47744)\n",
      " 51%|███████████████████████████████████████████████████████████████████████████                                                                         | 107/211 [00:56<01:37,  1.07it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 47748)\n",
      " 53%|█████████████████████████████████████████████████████████████████████████████▊                                                                      | 111/211 [01:00<01:49,  1.09s/it]remi.server.ws   INFO     connection established: ('192.168.1.2', 47752)\n",
      " 54%|███████████████████████████████████████████████████████████████████████████████▉                                                                    | 114/211 [01:04<01:57,  1.22s/it]remi.server.ws   INFO     connection established: ('192.168.1.2', 57674)\n",
      " 55%|████████████████████████████████████████████████████████████████████████████████▋                                                                   | 115/211 [01:05<01:47,  1.12s/it]remi.server.ws   INFO     connection established: ('192.168.1.2', 57678)\n",
      " 56%|██████████████████████████████████████████████████████████████████████████████████▊                                                                 | 118/211 [01:09<02:00,  1.30s/it]remi.server.ws   INFO     connection established: ('192.168.1.2', 57680)\n",
      " 57%|████████████████████████████████████████████████████████████████████████████████████▊                                                               | 121/211 [01:12<01:29,  1.01it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 40560)\n",
      " 60%|████████████████████████████████████████████████████████████████████████████████████████▍                                                           | 126/211 [01:15<00:56,  1.51it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 40562)\n",
      " 66%|█████████████████████████████████████████████████████████████████████████████████████████████████▍                                                  | 139/211 [01:21<00:29,  2.44it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 40568)\n",
      " 69%|█████████████████████████████████████████████████████████████████████████████████████████████████████▋                                              | 145/211 [01:24<00:33,  1.99it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 42108)\n",
      " 73%|███████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                        | 153/211 [01:28<00:33,  1.72it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 42112)\n",
      " 75%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                    | 159/211 [01:33<00:47,  1.10it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 43936)\n",
      " 78%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                | 165/211 [01:37<00:27,  1.70it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 43952)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 79%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                              | 167/211 [01:38<00:23,  1.86it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 43954)\n",
      " 81%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                            | 170/211 [01:40<00:19,  2.06it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 43968)\n",
      " 84%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                       | 178/211 [01:43<00:14,  2.27it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 40056)\n",
      " 88%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                  | 185/211 [01:46<00:09,  2.74it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 40062)\n",
      " 90%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎              | 190/211 [01:48<00:07,  2.67it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 40068)\n",
      " 94%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌        | 199/211 [01:51<00:04,  2.79it/s]remi.server.ws   INFO     connection established: ('192.168.1.2', 40080)\n",
      "100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 211/211 [01:55<00:00,  1.82it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "视频已保存 out-fruits_video.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 60554)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 60564)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 60580)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 58694)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 58696)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 58702)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 34364)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 34376)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 34392)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 49558)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 49568)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 49576)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 55614)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 55618)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 55622)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 55632)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 46634)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 46644)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33084)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33090)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33104)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 47528)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 47538)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 47540)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 47550)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 47560)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 38702)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 38714)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 38720)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 38726)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 38864)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 38872)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 38880)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 38884)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 38890)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 52222)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 52226)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 52234)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 52240)\n",
      "remi.server.ws   ERROR    Error managing incoming websocket message\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 175, in read_next_message\n",
      "    self.on_message(from_websocket(decoded))\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 245, in on_message\n",
      "    self.send_message(_MSG_ACK)\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 209, in send_message\n",
      "    self.request.sendall(out)\n",
      "BrokenPipeError: [Errno 32] Broken pipe\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 52246)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 44226)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 44228)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 44238)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 39220)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 39236)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 39244)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 39258)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 51326)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 51340)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 57574)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 57578)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 57582)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 57594)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 36030)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 36036)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 36050)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 36064)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 52082)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 52098)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 52114)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 51420)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 51426)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 51440)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 51452)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33498)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.2', 33514)\n"
     ]
    }
   ],
   "source": [
    "generate_video(input_path='fruits_video.mp4')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8067557b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "name": "python3"
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